This video is pretty awful for doing a form check. Please read the sticky on how to film these. Hints: wrong angles, held too high, camera person moving around.
You are correct. I don't like your head position. You could almost certainly squat looking down. I suspect that having your elbows too high encourages some upper back rounding, which will cause the bar to roll upwards when you look down. Drop your elbows. Look down. Stay over the midfoot. Try it you might like it. I suspect you aren't getting quite deep enough, nor are your knees out enough, but who can say for sure from this video?